What are the hardware requirements for SSH 355M?

SSH 355M requires approximately 1.4 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed SSH 355M and how large is it?

SSH 355M is developed by Sharathhebbar24, a model with 355m parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does SSH 355M perform on standard benchmarks?

SSH 355M has the following published scores: MMLU 27.59. Compare against reference models on this page or on the LLM Explorer leaderboards.

SSH 355M by Sharathhebbar24 — VRAM 1.4GB

Name: SSH 355M
Author: Sharathhebbar24

SSH 355M is an open-source language model by Sharathhebbar24. Features: 355m LLM, VRAM: 1.4GB, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.17, Arc: 27, HellaSwag: 39, MMLU: 27.6.

Dataset:databricks/databricks-... Dataset:gamino/wiki medical te... Dataset:intel/orca dpo pairs Dataset:sharathhebbar24/arxiv-... Dataset:sharathhebbar24/beaver... Dataset:sharathhebbar24/evol-i... Dataset:sharathhebbar24/metama... Dataset:sharathhebbar24/open-p... Dataset:sharathhebbar24/openhe... Dataset:sharathhebbar24/sql-cr... Endpoints compatible Gpt2 Instruct Model-index Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/Sharathhebbar24/SSH_355M

SSH 355M Parameters and Internals

Model Type

text generation

Use Cases

Areas:

text generation

Primary Use Cases:

Generating contexts from prompts

Supported Languages

English (High)

Training Details

Data Sources:

databricks/databricks-dolly-15k, gamino/wiki_medical_terms, Sharathhebbar24/openhermes, Sharathhebbar24/Open-Platypus, Sharathhebbar24/sql-create-context, Sharathhebbar24/Evol-Instruct-Code-80k-v1, Sharathhebbar24/BeaverTails_filtered, Sharathhebbar24/arxiv-math-instruct-50k, Sharathhebbar24/MetaMathQA, Intel/orca_dpo_pairs

Methodology:

Finetuning

Model Architecture:

Transformer

Input Output

Input Format:

Raw text

Accepted Modalities:

text

Output Format:

Generated text

LLM Name	SSH 355M
Repository 🤗	https://huggingface.co/Sharathhebbar24/SSH_355M
Model Size	355m
Required VRAM	1.4 GB
Updated	2026-07-29
Maintainer	Sharathhebbar24
Model Type	gpt2
Instruction-Based	Yes
Model Files	1.4 GB
Model Architecture	GPT2LMHeadModel
License	apache-2.0
Model Max Length	1024
Transformers Version	4.37.0
Tokenizer Class	GPT2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	50257
Torch Data Type	float32
Activation Function	gelu_new

Rank the SSH 355M capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

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